File size: 4,466 Bytes
4dbe1d7 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 |
{
"best_metric": 0.92,
"best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0039/checkpoints/checkpoint-2997",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 2997,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 42.03664016723633,
"learning_rate": 4.850126564054637e-05,
"loss": 0.8118,
"step": 333
},
{
"epoch": 1.0,
"eval_accuracy": 0.872,
"eval_loss": 0.40084072947502136,
"eval_runtime": 10.9454,
"eval_samples_per_second": 342.61,
"eval_steps_per_second": 5.39,
"step": 333
},
{
"epoch": 2.0,
"grad_norm": 1.854125738143921,
"learning_rate": 4.416794553834106e-05,
"loss": 0.2107,
"step": 666
},
{
"epoch": 2.0,
"eval_accuracy": 0.888,
"eval_loss": 0.36281752586364746,
"eval_runtime": 11.0549,
"eval_samples_per_second": 339.216,
"eval_steps_per_second": 5.337,
"step": 666
},
{
"epoch": 3.0,
"grad_norm": 13.841835975646973,
"learning_rate": 3.7522688315464166e-05,
"loss": 0.0905,
"step": 999
},
{
"epoch": 3.0,
"eval_accuracy": 0.8781333333333333,
"eval_loss": 0.4262290894985199,
"eval_runtime": 11.3781,
"eval_samples_per_second": 329.582,
"eval_steps_per_second": 5.185,
"step": 999
},
{
"epoch": 4.0,
"grad_norm": 0.25060978531837463,
"learning_rate": 2.936701006654613e-05,
"loss": 0.0425,
"step": 1332
},
{
"epoch": 4.0,
"eval_accuracy": 0.9021333333333333,
"eval_loss": 0.39219239354133606,
"eval_runtime": 10.5105,
"eval_samples_per_second": 356.785,
"eval_steps_per_second": 5.613,
"step": 1332
},
{
"epoch": 5.0,
"grad_norm": 0.6972490549087524,
"learning_rate": 2.0684605953398183e-05,
"loss": 0.0174,
"step": 1665
},
{
"epoch": 5.0,
"eval_accuracy": 0.9077333333333333,
"eval_loss": 0.37019091844558716,
"eval_runtime": 10.3989,
"eval_samples_per_second": 360.615,
"eval_steps_per_second": 5.674,
"step": 1665
},
{
"epoch": 6.0,
"grad_norm": 0.0008706290391273797,
"learning_rate": 1.2522702050703538e-05,
"loss": 0.005,
"step": 1998
},
{
"epoch": 6.0,
"eval_accuracy": 0.9189333333333334,
"eval_loss": 0.3712726831436157,
"eval_runtime": 11.1829,
"eval_samples_per_second": 335.335,
"eval_steps_per_second": 5.276,
"step": 1998
},
{
"epoch": 7.0,
"grad_norm": 0.20007655024528503,
"learning_rate": 5.865744425999756e-06,
"loss": 0.0026,
"step": 2331
},
{
"epoch": 7.0,
"eval_accuracy": 0.9170666666666667,
"eval_loss": 0.36695489287376404,
"eval_runtime": 11.7299,
"eval_samples_per_second": 319.697,
"eval_steps_per_second": 5.03,
"step": 2331
},
{
"epoch": 8.0,
"grad_norm": 0.01450725644826889,
"learning_rate": 1.5166604150571306e-06,
"loss": 0.0011,
"step": 2664
},
{
"epoch": 8.0,
"eval_accuracy": 0.9197333333333333,
"eval_loss": 0.36201608180999756,
"eval_runtime": 10.7995,
"eval_samples_per_second": 347.238,
"eval_steps_per_second": 5.463,
"step": 2664
},
{
"epoch": 9.0,
"grad_norm": 0.0005844442639499903,
"learning_rate": 1.3735239379197851e-11,
"loss": 0.0006,
"step": 2997
},
{
"epoch": 9.0,
"eval_accuracy": 0.92,
"eval_loss": 0.36189159750938416,
"eval_runtime": 11.0635,
"eval_samples_per_second": 338.952,
"eval_steps_per_second": 5.333,
"step": 2997
}
],
"logging_steps": 500,
"max_steps": 2997,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.482671885603328e+19,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}
|